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Chapitre D'ouvrage Année : 2017

An Integrated Methodology for Emulsified Cosmetic Product Formulation Using Integer Programming with Logical Constraints

Résumé

This work proposes the incorporation of heuristic knowledge into an optimization-based methodology to formulate cosmetic emulsions. Heuristics regarding choice of ingredients and their amounts are modelled as algebraic restrictions and if needed translation of logical conditions to algebra is performed. The more heuristics included, the more limited the design space becomes. Through integer cuts, ranked candidate solutions may then be generated. A case study of a hair conditioner is presented, being generated tens of solutions significantly better than a known prescription.
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Dates et versions

hal-02017276 , version 1 (13-02-2019)

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Javier Arrieta-Escobar, Fernando Bernardo, Alvaro Orjuela, Mauricio Camargo, Laure Morel. An Integrated Methodology for Emulsified Cosmetic Product Formulation Using Integer Programming with Logical Constraints. Antonio Espuña; Moisès Graells; Luis Puigjaner. Computer Aided Chemical Engineering, 40, pp.985-990, 2017, 27th European Symposium on Computer Aided Process Engineering, 978-0-444-63965-3. ⟨10.1016/B978-0-444-63965-3.50166-5⟩. ⟨hal-02017276⟩
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